Dairy Animal Behavior Monitoring via Luxury Activity Tracking
Solution Overview
Problem
Current methods for managing dairy animal herds do not effectively monitor and respond to changes in 'luxury' activities, which are indicative of animal well-being, as they are not designed to track total time spent on such activities and can lead to missed alerts due to variations in behavior.
Innovation Solution
A method and system that automatically determine the daily amount of time spent on non-essential activities like brushing and provide notifications if predetermined criteria are met, using designated locations and animal ID devices to track time spent on these activities, allowing for early intervention in cases of decreased well-being.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If current monitoring methods are used, then basic animal activities are tracked, but changes in luxury activities indicating well-being are missed
Solution Approach 1:
The system extracts and isolates monitoring of luxury activities (grooming, playing, resting) from general activity monitoring. By specifically targeting these non-essential activities at designated locations, the system captures well-being information that would be lost in comprehensive monitoring, thereby improving reliability without requiring full herd surveillance.
Solution Approach 2:
The patent introduces an intermediary notification system that acts as a mediator between activity monitoring and farmer response. When changes in luxury activity patterns are detected, the system generates notifications to alert farmers, bridging the gap between data collection and actionable insights, thus preventing information loss from translating into missed well-being concerns.
2Loss of information
If comprehensive monitoring of all activities is implemented, then complete behavior data is collected, but system complexity and cost increase
Solution Approach 1:
Instead of uniformly monitoring all activities across the entire farm, the system applies enhanced monitoring quality specifically at designated locations where luxury activities occur (brushing areas, playing areas, resting areas). This localized approach captures critical well-being information without requiring complex comprehensive surveillance, reducing overall system complexity while maintaining data completeness for behavior indicators.
Solution Approach 2:
The monitoring system is segmented into basic activity tracking (continuous, low complexity) and luxury activity tracking (targeted, high value). By dividing monitoring into these segments and focusing detailed attention only on luxury activities at specific locations, the system achieves comprehensive behavior data collection without proportionally increasing device complexity across the entire farm infrastructure.
3Reliability
If luxury activities are monitored continuously, then well-being changes are detected early, but energy and resources are consumed
Solution Approach 1:
The system implements periodic monitoring of luxury activities at designated locations rather than continuous surveillance. By checking activity patterns at regular intervals and comparing against established baselines, the system maintains early detection capability for well-being changes while significantly reducing energy consumption compared to uninterrupted monitoring of all animal movements and behaviors.
Solution Approach 2:
The system establishes baseline activity patterns for luxury behaviors in advance, creating reference data before actual monitoring begins. This preliminary action enables the system to detect deviations indicating well-being concerns without requiring constant high-energy monitoring, as comparisons are made against pre-established norms rather than requiring continuous absolute measurement.
Data Source
Figure 1~2
AI summary
There is provided a method of managing a herd of free-walking dairy animals, wherein the dairy animals are able to engage in daily activities of a first category that are necessary to survive or function as a dairy animal, such as eating, drinking, and being milked, as well as in daily activities of a second category that are not necessary to survive or function as a dairy animal, such as brushing. The method comprises the steps of a) automatically determining for each animal the daily amount of time spent on activities of the second category, and b) giving a notification to a farmer if a criterion relating to said determined amount is fulfilled, such as a too large decrease. There is also provided a system for carrying out the method.